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transfer learning

5449 papers

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domain adaptation (4595) text classification (6793) representation learning (6206) few-shot learning (3398) multi-task learning (2575) language model (4599) low-resource language (2273) zero-shot learning (3650) knowledge distillation (3725) large language model (13587)

Papers

Findings from the Bambara - French Machine Translation Competition (BFMT 2023) EACL 2023
Low-resource grapheme-to-phoneme mapping with phonetically-conditioned transfer ACL 2023
Lightweight morpheme labeling in context: Using structured linguistic representations to support linguistic analysis for the language documentation context ACL 2023
KingsmanTrio at SemEval-2023 Task 10: Analyzing the Effectiveness of Transfer Learning Models for Explainable Online Sexism Detection ACL 2023
Annotating Mentions Alone Enables Efficient Domain Adaptation for Coreference Resolution ACL 2023
Few-shot Adaptation Works with UnpredicTable Data ACL 2023
What Is Overlap Knowledge in Event Argument Extraction? APE: A Cross-datasets Transfer Learning Model for EAE ACL 2023
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection NIPS 2022
On the Transferability of Pre-trained Language Models: A Study from Artificial Datasets AAAI 2022
Sentence Simplification Capabilities of Transfer-Based Models AAAI 2022
The Computational Gauntlet of Human-Like Learning AAAI 2022
ADD: Frequency Attention and Multi-View Based Knowledge Distillation to Detect Low-Quality Compressed Deepfake Images AAAI 2022
Multi-Knowledge Aggregation and Transfer for Semantic Segmentation AAAI 2022
Can Vision Transformers Learn without Natural Images? AAAI 2022
Transferring the Contamination Factor between Anomaly Detection Domains by Shape Similarity AAAI 2022
Creativity of AI: Automatic Symbolic Option Discovery for Facilitating Deep Reinforcement Learning AAAI 2022
Multiple-Source Domain Adaptation via Coordinated Domain Encoders and Paired Classifiers AAAI 2022
Adversarial Data Augmentation for Task-Specific Knowledge Distillation of Pre-trained Transformers AAAI 2022
Learning Economic Indicators by Aggregating Multi-Level Geospatial Information AAAI 2022
Learning Modular Structures That Generalize Out-of-Distribution (Student Abstract) AAAI 2022
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract) AAAI 2022
SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract) AAAI 2022
Pretraining with Artificial Language: Studying Transferable Knowledge in Language Models ACL 2022
Cluster & Tune: Boost Cold Start Performance in Text Classification ACL 2022
Can Unsupervised Knowledge Transfer from Social Discussions Help Argument Mining? ACL 2022